I am slowly building an AI to replace me. In an ideal world, the AI would be fully autonomous. It would be trained on the copious amount of data I put into the world - between videos on Instagram, Yo…

LinkedIn Content Strategy & Writing Style
I build AI systems and teach people how to do the same | VP @ Crunchyroll | ex-Databricks Field CTO | ML engineer, 2 patents | 185k on LinkedIn
1 person tracking this creator on ViralBrain
Carly Taylor positions herself as a high-level technical leader who bridges the gap between deep ML engineering and executive business strategy. Her content strategy centers on navigating the agentic AI era, where she moves past the hype to offer pragmatic advice on building production-grade systems and transitioning from junior coding to senior architectural thinking. She is notable for her "builder-practitioner" credibility, using her background as a Field CTO and patent holder to debunk "no-code" myths while advocating for API-first product shifts. This creates a compelling intersection of hardcore engineering rigor and career mentorship, as she translates complex infrastructure trends into actionable playbooks for the next generation of AI engineers.
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210
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I am slowly building an AI to replace me. In an ideal world, the AI would be fully autonomous. It would be trained on the copious amount of data I put into the world - between videos on Instagram, Yo…
We’re about to watch a wave of “I built an app in a weekend with no code” posts collide with the reality of maintaining that app. The people shipping real things with agents aren’t just vibing… Th…
I've managed engineers at every level for a decade. The gap between junior and senior has almost nothing to do with code. Here's what I've actually seen separate the two in promo packets. 👇 🐛 Juni…

Just returned from a Mexico City offsite with Crunchyroll 🌸 Did you know Latin America has 100M Anime fans?! And CDMX has over 150 museums, second only to London, making it one of the best cities…

I think the next 18 months separate companies into two buckets: ones whose product is usable by an agent, and ones who keep optimizing for humans who aren't coming back! Throw your onboarding flow, y…

If you’re an engineer or data scientist looking right now 👀 read this. Reach out to Lee Herndon if you’re qualified! No application black hole 🙌 🔬 Data Scientist (3-5 years) Someone who can take…
8.8 posts/week
Posts / Week
0.9 days
Days Between Posts
1
Total Posts Analyzed
HIGH
Posting Frequency
210.33%
Avg Engagement Rate
STABLE
Performance Trend
850
Avg Length (Words)
HIGH
Depth Level
ADVANCED
Expertise Level
0.85/10
Uniqueness Score
YES
Question Usage
0.8%
Response Rate
Writing style breakdown
The author writes with the voice of a seasoned, pragmatic tech leader who has transitioned into the 'Agentic AI' era. The style is professional yet punchy, blending the authority of a manager with the relatability of a practitioner. It is highly persuasive and informative, often using a 'myth-busting' or 'insider-secret' tone to engage the reader.
Direct and Authoritative: The author uses their experience ('I've managed engineers... for a decade') to establish immediate credibility.
Pragmatic and Business-Centric: There is a constant push away from 'vibing' or 'technical purity' toward business value and 'shipping real things.'
Witty and Self-Deprecating: The author balances high-level tech talk with humanizing humor, such as references to 'sweatpants 24/7' or 'Doritos.'
High-Energy and Fast-Paced: The writing moves quickly, using short sentences and lists to maintain momentum.
The 'Contrast' Play: Frequently pits two concepts against each other (Junior vs. Senior, Humans vs. Agents, Demos vs. Reality).
Rhetorical Hooks: Uses questions like 'So what’s changed?' or 'What really matters?' to transition into the core message.
Metaphorical Language: Uses imagery like 'application black hole,' 'front door,' and 'final form.'
Direct Audience Engagement: Ends posts with questions or calls to action (CTAs) that feel like a natural extension of the conversation.
The author primarily uses the first-person ('I') to share insights and the second-person ('you') to challenge or advise the reader.
Commands are frequent but framed as 'hard truths' (e.g., 'Throw your onboarding flow... right out the window').
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